Understanding Random Forest: The Powerful Machine Learning Algorithm 🌲

👉 Random Forest is a widely-used machine learning algorithm developed by Leo Breiman and Adele Cutler. 👉 This algorithm combines the output of multiple decision trees to reach a single result. 👉 Its ease of use and flexibility have fueled its adoption, as it handles both classification and regression problems. 👉 In this article, we will understand how random forest algorithm works ---------------------------------------- Courses for Beginners 🔥 ----------------------------------------- ✅ Generative AI: A Way of Life by Analytics Vidhya ✅ AI For Everyone by DeepLearning.ai ✅ Applied AI Professional Certificate by IBM -------------------------------------------- Courses for Professionals 🔥 --------------------------------------------- ✅ GenAI Pinnacle Program by Analytics Vidhya ✅ Generative AI with Large Language Models by DeepLearning.ai ✅ Designing and Building AI Products and Services by Massachusetts Institute of Technology (MIT) --------------------------------------------------------- Analytics Vidhya Community ❤️ --------------------------------------------------------- Know More 🔗 https://bit.ly/4aoLGcK ---------------------------------------- Additional Resources 🔥 ---------------------------------------- 👉 Top 21 Python Interview Questions: https://youtu.be/IT9A6ZtR_9s 👉 AI Tools to Build Resume: https://youtu.be/VF2D9hEV1cE 👉 AI Tools to Build LinkedIn: https://youtu.be/nOUCLLem0-w 👉 AI Tools to Get Resume Shortlisted: https://youtu.be/igkPBqyRluA 👉 AI Tools to Build Cover Letter: https://youtu.be/qjyjdgw-SgQ 👉 AI Tools Crack Interviews: https://youtu.be/0DLIVyXEKhQ 👉 Data Analytics Interview Questions: https://youtu.be/PI1rTHLQ1ok 👉 Top 10 SQL Projects: https://youtu.be/BlatyOOia04 👉 Top ML Projects: https://youtube.com/shorts/4Py7JiW-d-8 ----------- Tags ----------- #RandomForestAlgorithm #DecisionTrees #MachineLearningExplanation #CollegeCourseSelection #AlgorithmInSimpleTerms #EnsembleLearning #DataScienceExplained #PredictiveModeling #AlgorithmicDecisionMaking #ChoosingCollegeMajor #BalancedDecisionMaking #StudentAdvice #AIinEducation #AlgorithmExplanation #EducationalTechnology #CareerDecisionMaking #AlgorithmicPredictions #AIinStudentLife #MachineLearningConcepts #StudentGuidanceTips